| 9963 |
10.1016/j.wace.2018.03.005 |
Increase In Extreme Precipitation Events Under
Anthropogenic Warming In India |
Mukherjee, Sourav; Aadhar, Saran, 0000-0003-1645-4093;
Stone, Daithi; Mishra, Vimal |
Weather And Climate Extremes |
2018 |
| 12467 |
10.1029/2018gl078202 |
Could Machine Learning Break The Convection
Parameterization Deadlock? |
Gentine, P., 0000-0002-0845-8345; Pritchard, M.,
0000-0002-0340-6327; Rasp, S., 0000-0001-8676-2687; Reinaudi, G.;
Yacalis, G., 0000-0001-8841-0386 |
Geophysical Research Letters |
2018 |
| 12470 |
10.1029/2018gl080704 |
|
Scher, S., 0000-0002-6314-8833 |
Geophysical Research Letters |
2018 |
| 12473 |
10.1029/2018ms001351 |
Using Machine Learning To Parameterize Moist
Convection: Potential For Modeling Of Climate, Climate Change, And
Extreme Events |
O’Gorman, Paul A., 0000-0003-1748-0816; Dwyer, John G.,
0000-0003-4492-9914 |
Journal Of Advances In Modeling Earth Systems |
2018 |
| 12477 |
10.1029/2018ms001472 |
Applications Of Deep Learning To Ocean Data Inference
And Subgrid Parameterization |
Bolton, Thomas, 0000-0002-6029-419X; Zanna, Laure,
0000-0002-8472-4828 |
Journal Of Advances In Modeling Earth Systems |
2019 |
| 12492 |
10.1029/2019ms001705 |
|
Weyn, Jonathan A., 0000-0002-4789-7594; Durran, Dale
R., 0000-0002-6390-2584; Caruana, Rich |
Journal Of Advances In Modeling Earth Systems |
2019 |
| 16380 |
10.1073/pnas.1810286115 |
Deep Learning To Represent Subgrid Processes In Climate
Models |
Rasp, Stephan, 0000-0001-8676-2687; Pritchard, Michael
S.; Gentine, Pierre |
Proceedings Of The National Academy Of Sciences |
2018 |
| 19777 |
10.1175/mwr-d-18-0187.1 |
Neural Networks For Postprocessing Ensemble Weather
Forecasts |
Rasp, Stephan; Lerch, Sebastian |
Monthly Weather Review |
2018 |
| 21710 |
10.5194/gmd-11-3999-2018 |
Challenges And Design Choices For Global Weather And
Climate Models Based On Machine Learning |
Dueben, Peter D., 0000-0002-4610-3326; Bauer, Peter,
0000-0002-3205-6055 |
Geoscientific Model Development |
2018 |
| 21714 |
10.5194/gmd-12-2797-2019 |
Weather And Climate Forecasting With Neural Networks:
Using General Circulation Models (Gcms) With Different Complexity As A
Study Ground |
Scher, Sebastian, 0000-0002-6314-8833; Messori,
Gabriele, 0000-0002-2032-5211 |
Geoscientific Model Development |
2019 |